diff --git a/Makefile b/Makefile
index df59fdb..df1bc2e 100644
--- a/Makefile
+++ b/Makefile
@@ -1,9 +1,3 @@
-all: data containers cycle
-
-data: osrm-data brouter-data
-containers: osrm-container brouter-container
-cycle: cycle_brouter
-
 walk: route_analysis.Rmd
 	R -e 'library("rmarkdown"); old_path <- Sys.getenv("PATH"); Sys.setenv(PATH = paste(old_path, "/usr/local/bin", sep = ":")); rmarkdown::render(knit_root_dir = "./", output_dir = "./html", input = "./route_analysis.Rmd", output_file = "./html/route_analysis.html")'
 
@@ -29,10 +23,24 @@ brouter-container: ./docker/brouter/docker-compose.yml
 	cd ./docker/brouter; docker compose up -d
 
 brouter-data:
-	cd ./docker/brouter/; rm -rf ./brouter; git clone https://github.com/abrensch/brouter.git
+	cd ./docker/brouter/; git clone https://github.com/abrensch/brouter.git
 	cd ./docker/brouter/; wget -i segments.csv -P ./brouter/misc/segments4/
 	cd ./docker/brouter/; cp safety.brf ./brouter/misc/profiles2/safety.brf
-	cd ./docker/brouter/; rm -rf ./brouter-web; git clone https://github.com/nrenner/brouter-web.git
+	cd ./docker/brouter/; git clone https://github.com/nrenner/brouter-web.git
 	cd ./docker/brouter/brouter-web; cp keys.template.js keys.js;
 	cd ./docker/brouter/brouter-web; cp config.template.js config.js
 	cd ./docker/brouter; docker compose build
+
+clean: clean-data clean-figure clean-script
+
+clean-data:
+	rm -vf ./R/data/*.rds
+
+clean-script:
+	rm -rvf ./*.md
+
+clean-figure:
+	rm -rvf ./figure/
+
+.PHONY: data
+
diff --git a/cycling_route_analysis_brouter.Rmd b/cycling_route_analysis_brouter.Rmd
index feff52c..f39fb6f 100644
--- a/cycling_route_analysis_brouter.Rmd
+++ b/cycling_route_analysis_brouter.Rmd
@@ -161,18 +161,6 @@ routes <- st_transform(bind_rows(routes), crs = 4326)
 Notes:
 - this queries the brouter server to get routes
 
-## Set boundaries and get basemap
-```{r basemap, eval = TRUE, echo = TRUE, results = "show", warning = FALSE, error = TRUE, message = FALSE}
-
-bbox <- st_bbox(st_buffer(cycle_boundary_poly, dist = 500))
-bbox <- c(left = as.double(bbox[1]),
-          bottom = as.double(bbox[2]),
-          right = as.double(bbox[3]),
-          top = as.double(bbox[4]))
-
-#get basemap
-basemap <- get_stadiamap(bbox = bbox, zoom = 15, maptype = "stamen_toner_lite")
-```
 
 ## Combine routes with Bike LTS
 ```{r ltscount, eval = TRUE, echo = TRUE, results = "show", warning = FALSE, error = TRUE, message = FALSE}
@@ -255,8 +243,8 @@ routes_lts <- bind_rows(routes_lts)
 
 ggmap(basemap) + 
   geom_sf(data = routes_lts %>% filter(student_number == 6), inherit.aes = FALSE, 
-          aes(color = route$lts, 
-              geometry = route$geometry),
+          aes(color = route.lts, 
+              geometry = route.geometry),
           linewidth = 2)  + 
   scale_color_manual(values = bike_lts_scale$color, name = "Bike Level of Traffic Stress")
 
@@ -283,6 +271,19 @@ logo <- image_read(path = "other/BFW_Logo_180_x_200_transparent_background.png")
 school_symbol <- image_read_svg(path = "other/school_FILL0_wght400_GRAD0_opsz24.svg")
 ```
 
+## Set boundaries and get basemap
+```{r basemap, eval = TRUE, echo = TRUE, results = "show", warning = FALSE, error = TRUE, message = FALSE}
+
+bbox <- st_bbox(st_buffer(cycle_boundary_poly, dist = 500))
+bbox <- c(left = as.double(bbox[1]),
+          bottom = as.double(bbox[2]),
+          right = as.double(bbox[3]),
+          top = as.double(bbox[4]))
+
+#get basemap
+basemap <- get_stadiamap(bbox = bbox, zoom = 15, maptype = "stamen_toner_lite")
+```
+
 ## Generate map of addresses
 ```{r mapaddresses, eval = TRUE, echo = FALSE, results = "show", warning = FALSE, error = TRUE, message = FALSE}